Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess?
Usama M. FayyadArno CandelEduardo Ariño de la RubiaSzilárd PafkaAnthony ChongJeong-Yoon LeePublished in: KDD (2017)
Keyphrases
- process management
- data science
- big data
- statistical learning
- business processes
- machine learning
- project management
- development process
- electronic commerce
- information systems
- business process
- information flow
- cloud computing
- model selection
- information theory
- risk management
- supervised learning
- scientific workflows
- data mining